diff --git a/internal/lokicompliance/generator.go b/internal/lokicompliance/generator.go
index 0090420d..cc218af6 100644
--- a/internal/lokicompliance/generator.go
+++ b/internal/lokicompliance/generator.go
@@ -17,6 +17,9 @@ import (
 	"github.com/golang/snappy"
 	"github.com/grafana/loki/pkg/push"
 	ht "github.com/ogen-go/ogen/http"
+	"go.opentelemetry.io/collector/pdata/pcommon"
+	"go.opentelemetry.io/collector/pdata/plog"
+	semconv "go.opentelemetry.io/otel/semconv/v1.10.0"
 	"golang.org/x/exp/maps"
 	"golang.org/x/sync/errgroup"
 )
@@ -57,6 +60,7 @@ func (opts *GenerateOptions) setDefaults() {
 // GenerateLogs generates logs and sends them to targets
 func GenerateLogs(ctx context.Context, targets []string, opts GenerateOptions) error {
 	opts.setDefaults()
+	r := rand.New(rand.NewSource(time.Now().UnixNano())) // #nosec: G404
 
 	streams := map[string]push.Stream{}
 	for ts := opts.Start; ts.Before(opts.End); ts = ts.Add(opts.Step) {
@@ -66,7 +70,7 @@ func GenerateLogs(ctx context.Context, targets []string, opts GenerateOptions) e
 			// 	we add a slight difference to each timestamp within step.
 			rt = rt.Add(100 * time.Microsecond)
 
-			stream := randomElement(opts.Streams)
+			stream := randomElement(r, opts.Streams)
 			s, ok := streams[stream]
 			if !ok {
 				s = push.Stream{
@@ -76,10 +80,10 @@ func GenerateLogs(ctx context.Context, targets []string, opts GenerateOptions) e
 					),
 				}
 			}
-			line := getLine(rt)
+			line := NewLogEntry(r, rt)
 			s.Entries = append(s.Entries, push.Entry{
 				Timestamp: rt,
-				Line:      line,
+				Line:      line.JSON(),
 			})
 			streams[stream] = s
 		}
@@ -161,27 +165,38 @@ func sendLogs(ctx context.Context, client ht.Client, target string, body push.Pu
 	return nil
 }
 
-func getLine(ts time.Time) string {
-	e := jx.GetEncoder()
-	defer jx.PutEncoder(e)
+type LogEntry struct {
+	Timestamp time.Time
+	Level     plog.SeverityNumber
+	Method    string
+	Status    int
+	Took      time.Duration
+	Size      uint64
+	SpanID    pcommon.SpanID
+	TraceID   pcommon.TraceID
+}
 
-	e.ObjStart()
-	e.Field("ts", func(e *jx.Encoder) {
-		e.Str(ts.String())
-	})
-	e.Field("method", func(e *jx.Encoder) {
-		method := randomElement([]string{
+// NewLogEntry generates new [LogEntry].
+func NewLogEntry(r *rand.Rand, ts time.Time) LogEntry {
+	return LogEntry{
+		Timestamp: ts,
+		Level: randomElement(r, []plog.SeverityNumber{
+			plog.SeverityNumberTrace,
+			plog.SeverityNumberDebug,
+			plog.SeverityNumberInfo,
+			plog.SeverityNumberWarn,
+			plog.SeverityNumberError,
+			plog.SeverityNumberFatal,
+		}),
+		Method: randomElement(r, []string{
 			http.MethodGet,
 			http.MethodHead,
 			http.MethodPost,
 			http.MethodPut,
 			http.MethodPatch,
 			http.MethodDelete,
-		})
-		e.Str(method)
-	})
-	e.Field("status", func(e *jx.Encoder) {
-		status := randomElement([]int{
+		}),
+		Status: randomElement(r, []int{
 			http.StatusOK,
 			http.StatusCreated,
 			http.StatusNoContent,
@@ -196,31 +211,85 @@ func getLine(ts time.Time) string {
 
 			http.StatusInternalServerError,
 			http.StatusNotImplemented,
-		})
-		e.Int(status)
-	})
-	e.Field("took", func(e *jx.Encoder) {
-		took := rand.Int63n(int64(30*time.Minute)) + int64(time.Millisecond) // #nosec: G404
-		e.Str(time.Duration(took).String())
-	})
-	e.Field("size", func(e *jx.Encoder) {
-		size := uint64(rand.Intn(1024*1024)) + 1025 // #nosec: G404
-		e.Str(humanize.Bytes(size))
-	})
-	e.ObjEnd()
-
-	return e.String()
+		}),
+		Took:    time.Duration(r.Int63n(int64(30*time.Minute)) + int64(time.Millisecond)),
+		Size:    uint64(r.Intn(1024*1024)) + 1025,
+		SpanID:  fillRandom[pcommon.SpanID](r),
+		TraceID: fillRandom[pcommon.TraceID](r),
+	}
 }
 
-// GenerateResult is log generation result.
-type GenerateResult struct {
-	StartMarker string
-	EndMarker   string
+func fillRandom[S ~[8]byte | ~[16]byte](r *rand.Rand) (s S) {
+	buf := make([]byte, len(s))
+	r.Read(buf)
+	return (S)(buf)
 }
 
-func randomElement[S ~[]T, T any](s S) (r T) {
+func randomElement[S ~[]T, T any](r *rand.Rand, s S) (zero T) {
 	if len(s) == 0 {
-		return r
+		return zero
+	}
+	return s[r.Intn(len(s))]
+}
+
+// JSON returns JSON-encoded line.
+func (e LogEntry) JSON() string {
+	enc := jx.GetEncoder()
+	defer jx.PutEncoder(enc)
+
+	e.EncodeJSON(enc)
+	return enc.String()
+}
+
+// EncodeJSON encodes entry to given encoder.
+func (e LogEntry) EncodeJSON(enc *jx.Encoder) {
+	enc.ObjStart()
+	enc.Field("ts", func(enc *jx.Encoder) {
+		enc.Str(e.Timestamp.String())
+	})
+	enc.Field("level", func(enc *jx.Encoder) {
+		enc.Str(e.Level.String())
+	})
+	enc.Field("method", func(enc *jx.Encoder) {
+		enc.Str(e.Method)
+	})
+	enc.Field("status", func(enc *jx.Encoder) {
+		enc.Int(e.Status)
+	})
+	enc.Field("took", func(enc *jx.Encoder) {
+		enc.Str(e.Took.String())
+	})
+	enc.Field("size", func(enc *jx.Encoder) {
+		enc.Str(humanize.Bytes(e.Size))
+	})
+	if id := e.SpanID; !id.IsEmpty() {
+		enc.Field("span_id", func(enc *jx.Encoder) {
+			enc.Str(id.String())
+		})
+	}
+	if id := e.TraceID; !id.IsEmpty() {
+		enc.Field("trace_id", func(enc *jx.Encoder) {
+			enc.Str(id.String())
+		})
+	}
+	enc.ObjEnd()
+}
+
+// OTEL returns OpenTelemetry log record.
+func (e LogEntry) OTEL(r plog.LogRecord) {
+	ts := pcommon.NewTimestampFromTime(e.Timestamp)
+	r.SetObservedTimestamp(ts)
+	r.SetTimestamp(ts)
+	r.SetTraceID(e.TraceID)
+	r.SetSpanID(e.SpanID)
+	r.SetFlags(plog.DefaultLogRecordFlags)
+	r.SetSeverityText(e.Level.String())
+	r.SetSeverityNumber(e.Level)
+	r.Body().SetStr(e.JSON())
+	{
+		a := r.Attributes()
+		a.PutStr(string(semconv.HTTPMethodKey), e.Method)
+		a.PutInt(string(semconv.HTTPStatusCodeKey), int64(e.Status))
 	}
-	return s[rand.Intn(len(s))] // #nosec: G404
+	r.SetDroppedAttributesCount(0)
 }